Neural PCA based fault diagnosis. - Eduardo Moya; Gregorio I. Sainz; B. Grande; Maria J. Fuente; José R. Perán (ECC, 2001)

Recurrent neuro-fuzzy modeling of a biotechnological process. - Gregorio I. Sainz; Maria J. Fuente; Pastora Vega (ECC, 2001)

Fault tolerant fuzzy IMC control in a PH process. - Sergio Saludes; Maria J. Fuente (ECC, 2003)

Fault detection and isolation based on hybrid modelling in an AC motor. - Maria J. Fuente; Eduardo Moya; Carlos Alvarez; Gregorio I. Sainz (IJCNN, 2004)

Recurrent Neuro-Fuzzy Modeling of a Wastewater Treatment Plant. - Gregorio I. Sainz; Maria J. Fuente; Pastora Vega (Eur. J. Control, 2004)

Support Vector Based Novelty Detection for Fault Tolerant Control. - Sergio Saludes; Maria J. Fuente (CDC/ECC, 2005)

Fault Fuzzy Rule Extraction from AC Motors by Neuro-fuzzy Models. - Gregorio Ismael Sainz Palmero; R. García; Maria J. Fuente (IWANN, 2005)

Fuzzy control of a neutralization process. - Maria J. Fuente; C. Robles; O. Casado; S. Syafiie; Fernando Tadeo (Eng. Appl. Artif. Intell., 2006)

Fault Detection and Identification Method based on Multivariate Statistical Techniques. - Maria J. Fuente; Diego García-Álvarez; Gregorio Ismael Sainz Palmero; Thamara Villegas (ETFA, 2009)

Model predictive control tuning considering l1norm for disturbance rejection. - Mario Francisco; Pastora Vega; Maria J. Fuente (ECC, 2009)

Accuracy-interpretability balancing in fuzzy models based on multiobjective genetic algorithm. - Marta Galende; Gregorio I. Sainz; Maria J. Fuente (ECC, 2009)

Fault detection in processes with multiple operation modes using switch-PCA and analysis of grade transitions. - Diego García-Álvarez; Maria J. Fuente; Pastora Vega (ECC, 2009)

Monitoring and fault detection in processes with multiple operating modes, transitory phases and start-ups using principal component analysis. - Diego García-Álvarez; Maria J. Fuente; Gregorio I. Sainz (ETFA, 2010)

Fault tolerance in the framework of support vector machines based model predictive control. - Sergio Saludes Rodil; Maria J. Fuente (Eng. Appl. Artif. Intell., 2010)

Improving parameter estimation using minimal analytically redundant subsystems. - Diego García-Álvarez; Aníbal Bregón; Maria J. Fuente; Belarmino Pulido Junquera (CDC/ECC, 2011)

Monitoring and fault detection in a reverse osmosis plant using principal component analysis. - Diego García-Álvarez; Maria J. Fuente; Luis G. Palacín (CDC/ECC, 2011)

Design of residuals in a model-based Fault Detection and Isolation system using Statistical Process Control techniques. - Diego García-Álvarez; Maria J. Fuente; Gregorio I. Sainz (ETFA, 2011)

Checking orthogonal transformations and genetic algorithms for selection of fuzzy rules based on interpretability-accuracy concepts. - M. Isabel Rey; Marta Galende; Gregorio I. Sainz; Maria J. Fuente (FUZZ-IEEE, 2011)

Complexity reduction and interpretability improvement for fuzzy rule systems based on simple interpretability measures and indices by bi-objective evolutionary rule selection. - Marta Galende-Hernández; Gregorio Ismael Sainz Palmero; Maria J. Fuente-Aparicio (Soft Comput., 2012)

Selection of rules by orthogonal transformations and genetic algorithms to improve the interpretability in fuzzy rule based systems. - M. Isabel Rey; Marta Galende; Gregorio I. Sainz; Maria J. Fuente (FUZZ-IEEE, 2013)

Fault detection based on neural networks and independent component analysis. - Maria J. Fuente; Gregorio Ismael Sainz Palmero (ETFA, 2014)

Fault detection in wastewater treatment plants using distributed PCA methods. - A. Sánchez-Fernandez; Maria J. Fuente; Gregorio Ismael Sainz Palmero (ETFA, 2015)

Fault detection with distributed PCA methods in water distribution networks. - A. Sánchez-Fernandez; Maria J. Fuente; Gregorio Ismael Sainz Palmero (MED, 2015)

Multi-objective based Fuzzy Rule Based Systems (FRBSs) for trade-off improvement in accuracy and interpretability: A rule relevance point of view. - M. Isabel Rey; Marta Galende; Maria J. Fuente; Gregorio Ismael Sainz Palmero (Knowl. Based Syst., 2017)

Decentralized and Dynamic Fault Detection Using PCA and Bayesian Inference. - A. Sánchez-Fernandez; Maria J. Fuente; Gregorio Ismael Sainz Palmero (ETFA, 2018)

Linguistic OWA and two time-windows based fault identification in wide plants. - A. Sánchez-Fernandez; Gregorio Ismael Sainz Palmero; José Manuel Benítez 001; Maria J. Fuente (Comput. Chem. Eng., 2018)

Decentralized DPCA Model for Large-Scale Processes Monitoring. - A. Sánchez-Fernandez; Maria J. Fuente; Gregorio Ismael Sainz Palmero (ETFA, 2019)

Condition monitoring of wind turbine bearings progressive degradation using principal component analysis. - H. Maatallah; Maria J. Fuente; Kaïs Ouni (EVER, 2020)

Dynamic Decentralized Monitoring for Large-Scale Industrial Processes Using Multiblock Canonical Variate Analysis Based Regression. - Maria J. Fuente-Aparicio; Gregorio Ismael Sainz Palmero; Marta Galende-Hernández (IEEE Access, 2023)

Faster WWTP Fault Diagnosis Based on Linguistic-OWA Pooling DCNN. - Alicia Beneyto-Rodríguez; Gregorio Ismael Sainz Palmero; Marta Galende-Hernández; Maria J. Fuente (ETFA, 2024)

Discovering stop and parking behaviors of last mile delivery vehicles for urban areas based on not well conditioned GPS traces, expert knowledge and machine learning. - Marta Galende-Hernández; Gregorio Ismael Sainz Palmero; Maria J. Fuente (Expert Syst. Appl., 2024)

Applying XAI based unsupervised knowledge discovering for Operation modes in a WWTP. A real case: AQUAVALL WWTP. - Alicia Beneyto-Rodríguez; Gregorio Ismael Sainz Palmero; Marta Galende-Hernández; Maria J. Fuente; José M. Cuenca (CoRR, 2025)

Linguistic Ordered Weighted Averaging based deep learning pooling for fault diagnosis in a wastewater treatment plant. - Alicia Beneyto-Rodríguez; Gregorio Ismael Sainz Palmero; Marta Galende-Hernández; Maria J. Fuente (CoRR, 2025)